{"total":53,"rows":[{"id":"2211.07342","title":"MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction","created":"2022-11-14","cited_by_count":66,"area":null},{"id":"2305.16646","title":"Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning","created":"2023-05-26","cited_by_count":45,"area":"lr"},{"id":"2104.02137","title":"ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities","created":"2021-04-05","cited_by_count":28,"area":null},{"id":"2105.01736","title":"Retrieving Complex Tables with Multi-Granular Graph Representation Learning","created":"2021-05-04","cited_by_count":24,"area":null},{"id":"2105.10922","title":"OntoED: Low-resource Event Detection with Ontology Embedding","created":"2021-05-23","cited_by_count":23,"area":null},{"id":"2104.04597","title":"Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning","created":"2021-04-09","cited_by_count":22,"area":null},{"id":"2305.05191","title":"COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective","created":"2023-05-09","cited_by_count":22,"area":"lr"},{"id":"2112.15280","title":"What is Event Knowledge Graph: A Survey","created":"2021-12-31","cited_by_count":19,"area":null},{"id":"2310.09158","title":"Improving Large Language Models in Event Relation Logical Prediction","created":"2023-10-13","cited_by_count":17,"area":null},{"id":"2104.09570","title":"Extracting Temporal Event Relation with Syntax-guided Graph Transformer","created":"2021-04-19","cited_by_count":16,"area":null},{"id":"2109.10475","title":"Salience-Aware Event Chain Modeling for Narrative Understanding","created":"2021-09-22","cited_by_count":15,"area":null},{"id":"2210.04992","title":"Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction","created":"2022-10-10","cited_by_count":15,"area":null},{"id":"2305.17607","title":"More than Classification: A Unified Framework for Event Temporal Relation Extraction","created":"2023-05-28","cited_by_count":15,"area":null},{"id":"2109.05527","title":"Extracting Event Temporal Relations via Hyperbolic Geometry","created":"2021-09-12","cited_by_count":13,"area":null},{"id":"2305.14970","title":"Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning","created":"2023-05-24","cited_by_count":13,"area":"lr"},{"id":"2203.07633","title":"Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering","created":"2022-03-15","cited_by_count":11,"area":null},{"id":"2211.05156","title":"Efficient Zero-shot Event Extraction with Context-Definition Alignment","created":"2022-11-09","cited_by_count":11,"area":null},{"id":"2309.14258","title":"OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding","created":"2023-09-25","cited_by_count":11,"area":null},{"id":"2106.11533","title":"Do Language Models Perform Generalizable Commonsense Inference?","created":"2021-06-22","cited_by_count":10,"area":null},{"id":"2210.06694","title":"SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller","created":"2022-10-13","cited_by_count":10,"area":null},{"id":"2302.04985","title":"Event Temporal Relation Extraction with Bayesian Translational Model","created":"2023-02-10","cited_by_count":10,"area":null},{"id":"2109.06316","title":"Learning Constraints and Descriptive Segmentation for Subevent Detection","created":"2021-09-13","cited_by_count":9,"area":null},{"id":"2210.06254","title":"Zero-Shot On-the-Fly Event Schema Induction","created":"2022-10-12","cited_by_count":9,"area":null},{"id":"2302.10914","title":"GLUECons: A Generic Benchmark for Learning Under Constraints","created":"2023-02-16","cited_by_count":9,"area":null},{"id":"2107.13646","title":"Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study","created":"2021-07-28","cited_by_count":8,"area":null},{"id":"2203.05711","title":"Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding","created":"2022-03-11","cited_by_count":8,"area":null},{"id":"2403.06326","title":"From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification","created":"2024-03-10","cited_by_count":8,"area":"alignment"},{"id":"2404.01532","title":"Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation","created":"2024-04-01","cited_by_count":8,"area":null},{"id":"2209.00568","title":"Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction","created":"2022-09-01","cited_by_count":6,"area":null},{"id":"2103.10387","title":"Decomposing and Recomposing Event Structure","created":"2021-03-18","cited_by_count":5,"area":null},{"id":"2309.12892","title":"ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction","created":"2023-09-22","cited_by_count":5,"area":null},{"id":"2512.19537","title":"Event Extraction in Large Language Model","created":"2025-12-22","cited_by_count":5,"area":"mllm"},{"id":"2404.01453","title":"Unveiling Divergent Inductive Biases of LLMs on Temporal Data","created":"2024-04-01","cited_by_count":4,"area":null},{"id":"2206.07207","title":"Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities","created":"2022-06-14","cited_by_count":3,"area":null},{"id":"2305.12835","title":"Open-Domain Event Graph Induction for Mitigating Framing Bias","created":"2023-05-22","cited_by_count":3,"area":null},{"id":"2406.18449","title":"Cascading Large Language Models for Salient Event Graph Generation","created":"2024-06-26","cited_by_count":3,"area":null},{"id":"2502.11114","title":"Beyond Pairwise: Global Zero-shot Temporal Graph Generation","created":"2025-02-16","cited_by_count":3,"area":null},{"id":"2505.19588","title":"LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval","created":"2025-05-26","cited_by_count":3,"area":null},{"id":"2205.03786","title":"GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction","created":"2022-05-08","cited_by_count":2,"area":null},{"id":"2305.13617","title":"SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres","created":"2023-05-23","cited_by_count":2,"area":null},{"id":"2307.00171","title":"The Integer Linear Programming Inference Cookbook","created":"2023-06-30","cited_by_count":2,"area":null},{"id":"2405.06890","title":"TacoERE: Cluster-aware Compression for Event Relation Extraction","created":"2024-05-11","cited_by_count":2,"area":null},{"id":"2502.03954","title":"MAQInstruct: Instruction-based Unified Event Relation Extraction","created":"2025-02-06","cited_by_count":2,"area":null},{"id":"2508.20828","title":"GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction","created":"2025-08-28","cited_by_count":2,"area":null},{"id":"2210.04074","title":"Are All Steps Equally Important? Benchmarking Essentiality Detection of Events","created":"2022-10-08","cited_by_count":1,"area":null},{"id":"2312.03093","title":"RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor","created":"2023-12-05","cited_by_count":1,"area":null},{"id":"2406.14825","title":"TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems","created":"2024-06-21","cited_by_count":1,"area":null},{"id":"2408.04873","title":"Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events","created":"2024-08-09","cited_by_count":1,"area":null},{"id":"2504.07470","title":"Transformer-Based Temporal Information Extraction and Application: A Review","created":"2025-04-10","cited_by_count":1,"area":null},{"id":"2305.14590","title":"RE$^2$: Region-Aware Relation Extraction from Visually Rich Documents","created":"2023-05-24","cited_by_count":0,"area":null},{"id":"2403.12523","title":"GraphERE: Jointly Multiple Event-Event Relation Extraction via Graph-Enhanced Event Embeddings","created":"2024-03-19","cited_by_count":0,"area":null},{"id":"2408.07353","title":"Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction","created":"2024-08-14","cited_by_count":0,"area":null},{"id":"2604.24620","title":"Looking for the Bottleneck in Fine-grained Temporal Relation Classification","created":"2026-04-27","cited_by_count":0,"area":null}],"next_cursor":null}